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Discovering classes of attitude verbs using subcategorization frame distributions
attitude verbs subcategorization frame distributions
2015/9/6
Discovering classes of attitude verbs using subcategorization frame distributions.
Word Frequency Distributions
Word vocabulary
2015/8/27
Baayen’s book must surely in the future become the standard point of departure for
statistical studies of vocabulary.
Baayen begins with a puzzle that has troubled many investigators who have studie...
Automatic Verb Classification Based on Statistical Distributions of Argument Structure
Statistical Distributions Argument Structure
2015/8/26
Automatic acquisition of lexical knowledge is critical to a wide range of natural language processing tasks. Especially important is knowledge about verbs, which are the primary source of
relational ...
Learning continuous probability distributions with symmetric diffusion networks
continuous probability distributions symmetric diffusion networks
2015/6/19
Learning continuous probability distributions with symmetric diffusion networks.
Learning Random Walk Models for Inducing Word Dependency Distributions
Random Walk Models Inducing Word Dependency
2015/6/12
Many NLP tasks rely on accurately estimating word dependency probabilities P(w1|w2), where the words w1 and w2 have a particular relationship (such as verb-object). Because of the sparseness of counts...
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
Semi-Supervised Recursive Autoencoders Predicting Sentiment Distributions
2015/6/12
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space representations for multi...
Cross-Language Distributions of High Frequency and Phonetically Similar Cognates
Cross-Language Distributions High Frequency Phonetically Similar Cognates
2015/4/24
The coinciding form and meaning similarity of cognates, e.g. ‘flamme’ (French), ‘Flamme’ (German), ‘vlam’ (Dutch), meaning ‘flame’ in English, facilitates learning of additional languages. The cross-l...
The analysis of stem alternations (e.g. sang as past of sing) is controversial; there is a lasting tension between morphophonological theories (sang is derived from sing by rule) and stem storage theo...